Senior MLOps Engineer
hace 1 semana
About the Role:
We are seeking a highly skilled Senior MLOps Engineer to join our dynamic Data & Analytics team at ZF Group. In this role, you will be responsible for the end-to-end deployment of machine learning models, building mockup web applications, and providing support in infrastructure engineering and testing of GenAI models.
Key Responsibilities:
- End-to-End Model Deployment: Take ownership of the entire machine learning model deployment process, from development to production.
- Web Application Development: Build mockup web applications using frameworks like Shiny (RShiny or PyShiny) to showcase the functionality and visualization of machine learning models.
- Testing and Quality Assurance: Develop and execute testing strategies to ensure the reliability, performance, and accuracy of deployed models and applications.
- GenAI Model Support: Provide support for engineering, testing, and deployment of Generative Artificial Intelligence (GenAI) foundation models, such as OpenAI, Llama2, Claude2.
- Continuous Integration/Continuous Deployment (CI/CD): Implement CI/CD pipelines to automate the deployment process of machine learning models and web applications.
Requirements:
- Proven experience in machine learning model deployment, web application development, and infrastructure engineering.
- Proficiency in programming languages such as Python, R, Pyspark.
- Experience with machine learning frameworks and libraries.
- Strong understanding of cloud computing services (especially, AWS) and containerization technologies (e.g., Docker, Kubernetes).
Why ZF Group?
- Work-Life Balance and Modern Office in Barcelona: Enjoy flexible working hours and a modern office environment in the vibrant city of Barcelona.
- Career Development Opportunities: Benefit from ZF's commitment to employee development through continuous learning programs, mentoring, and career advancement opportunities.
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